public void doit() throws Exception {
PredictionModelModule pmm = (PredictionModelModule) pullInput(0);
Table t = (Table) pullInput(1);
PredictionTable pt = pmm.predict(t);
int[] outputs = pt.getOutputFeatures();
int[] preds = pt.getPredictionSet();
int numRows = pt.getNumRows();
String[] names = new String[preds.length];
double[] errors = new double[preds.length];
for (int i = 0; i < preds.length; i++) {
int numCorrect = 0;
for (int j = 0; j < numRows; j++) {
String orig = pt.getString(j, outputs[i]);
String pred = pt.getString(j, preds[i]);
if (orig.equals(pred)) numCorrect++;
}
names[i] = pt.getColumnLabel(preds[i]);
errors[i] = 1 - ((double) numCorrect) / ((double) numRows);
}
ParameterPoint pp = ParameterPointImpl.getParameterPoint(names, errors);
pushOutput(pp, 0);
}
